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Service Architecture

Last updated: June 2025

How this work differs from conventional consulting, how it uses conventional form as a vehicle, and what's accumulating underneath it. The whole picture, including the parts that don't appear in proposals.

01

Where Conventional Consulting Ends

The strategy was sound. The org chart was clean. The consultant was credentialed, the process was well-designed, and the facilitated retreat produced genuine moments of clarity. Then six months later, someone in that organization told you: we went back to the old way. The report didn't hold.

This is not unusual. It is the most common outcome of a particular kind of organizational consulting — the kind that treats the presenting problem as the actual problem, optimizes for a deliverable, and hands over findings before those findings encounter the organization's actual conditions.

What doesn't hold isn't what you can see in the report. It's what the report had to pass through to become real: the informal authority structure that doesn't appear on any org chart, the conversation two specific people keep almost having, the story the organization carries about whether the stated change matches what leadership is actually rewarding. These are not soft considerations. They are the mechanism by which change holds or reverts.

What conventional consulting does
  • Diagnoses from outside the system
  • Optimizes for the deliverable
  • Treats presenting problem as the actual problem
  • Leaves before findings encounter organizational conditions
  • Measures success by what was handed over
What this work does differently
  • Reads the relational substrate under the presenting problem
  • Uses conventional form as vehicle while attending to what's under it
  • Names what the conflict, governance failure, or stall is carrying
  • Stays present as structure encounters actual organizational conditions
  • Measures success by what the org holds without us
The interface — not an argument against conventional form

Most clients need both. A governance redesign still needs to produce a governance structure. The deliverable is real and has to be real. What changes is what the practitioner is attending to while the structure is being built, and whether that attention is visible in what the org retains after the engagement ends. Limicelia can run a conventional process (Discovery, Governance Design, Conflict Navigation arc) while simultaneously tracking what that process is surfacing underneath. The conventional and the relational run at the same time. But only if someone is actually holding both.

02

The Three-Layer Model

Every Limicelia engagement operates at three layers simultaneously. Layer 1 is what the client buys. Layer 2 is what the practitioner holds. Layer 3 is what's being cultivated at the substrate. Most organizational consulting only reaches Layer 1.

Layer 1
What the client buys
The named, scoped, deliverable product. Governance redesign. Conflict navigation arc. Team retreat. Discovery process. What appears on the invoice. Needs to be real and solid — this is what makes the engagement possible at all.
Layer 2
What the practitioner holds
What the conflict is carrying. The conversation being circled. The informal authority structure that's actually running decisions. The question nobody is asking that generates all the questions being asked. Not named to the client. Visible in what the practitioner does in the room and what they notice.
Layer 3
What's being cultivated
The organization's capacity to navigate its own complexity without a consultant present. Not a deliverable. The condition under which change holds, structure stays alive, and the organization recognizes its own patterns early enough to respond before they become crises.
The trojan horse dynamic

Layer 1 is the vehicle. Layer 2 is the actual work. A practitioner doing only Layer 1 is executing a process without reading the room, and will leave behind a report that doesn't hold. The Layer 2 work can only be done from inside a Layer 1 relationship. You cannot sell access to relational substrate — you can only create conditions where the work is possible. That's the interface.

Layer 3 is the long measure. Not whether the org liked the process. Whether, two years later, they're handling the same class of problem without calling us.

03

Pattern Language, Not a Service Catalog

A service catalog names what you can buy. A pattern language names what works, and under what conditions, and when it fails. The difference matters because it determines what accumulates. A catalog can grow indefinitely without adding up to anything. A pattern language builds toward a body of practitioner knowledge that gets sharper with use.

Patterns, in the sense Chris Alexander developed the concept, are not invented. They are recognized: something that keeps working across different contexts, with different organizations, in different conditions. When you've navigated the same configuration enough times to name the forces that make it work or fail, you have a pattern. "Conflict as Data" is a pattern. "Conflict Resolution Service" is a deliverable description. The pattern carries entry conditions, what the practitioner holds, what changes, and what it costs when it fails.

Limicelia is building toward this. The Service Studio exists to surface what's been learned across engagements, test whether it holds as a pattern, and give it a name that captures the actual dynamic rather than the deliverable or the method. Not everything that gets surfaced becomes a pattern. Premature naming produces false certainty about when to offer something.

Pattern
Repeatable practice configuration
Named for what it is, not what it produces. Carries entry conditions, the forces at play, what the practitioner holds, what changes, and what it costs when it fails. Named from scar tissue — not from a concept.
Form
Delivery container
How a pattern gets brought to a specific organization. Workshop, retainer, multi-session arc, embedded presence. Forms can carry multiple patterns. The same form can carry different patterns in different organizational contexts.
Inquiry
Not a pattern yet
Enough scar tissue to recognize something, not enough to name the conditions reliably. Held on the Horizon Shelf — no stage pressure, no client timeline. Returned to when the next engagement adds more.
04

Seven Operational Domains

Each domain is a family of patterns and forms organized around a recurring class of organizational problem. Click any domain to see entry conditions, the arc of work, and exit criteria. Tier status: Settled — proven, delivered multiple times. Forming — delivering, exit criteria still sharpening. Tending — recognized but not yet reliably offered.

05

Vibe Map

Vibes are not static. An org can be in Repair Vibe around one issue and Emergent around another. Read the vibe of the specific problem, not the organization as a whole.

REPAIR Something broke INQUIRY It didn't hold EMERGENT Can't yet name it Conflict Navigation D03 · Settled Org Conditions & Governance D01 · Settled Leadership Reset D02 · Settled AI Governance D07 · Tending · surface only Embedded Practitioner D01 · Settled Governance Redesign D01 · Settled Relational Agility Course D03 · Settled Knowledge Transfer D04 · Forming Multi-Org Field Convening D06 · Settled Org Discovery D01 · entry for co-discovery AI Decision Authority D07 · Tending Participatory Design D05 · Forming "We've had this conversation for two years." "The retreat didn't hold. We reverted." "Something is shifting and we can't yet name it."
06

Engagement Arc

These are not services — they are the geometry of how a client relationship unfolds. Every engagement is priced and contracted at this level.

Discovery
4–8 weeks
Participatory inquiry
Shared artifact
Transformation
3–12 months
Sustained change work
Shaped by Discovery
Long Arc
12+ months
Embedded presence
Next era of the org
Pricing Logic
Discovery — Taster
Short engagement, defined scope. Entry point for orgs unsure of the work's extent.
Discovery — Formal
Full participatory process. 4–8 weeks. Events, games, structured inquiry. Shared artifact output.
Transformation
The sustained change work. Scoped from what Discovery found. Range reflects depth and time.
Long Arc / Anchor
12+ month embedded presence. Monthly retainer. Right when the work reveals something deeper.
07

Client Evidence

What we've actually done. The real relationships behind each domain — where the patterns were first recognized.

PSFG
Conflict Nav
Entry
Named conflict with organizational consequences. Won competitive RFP.
What we found
Conflict was carrying a governance condition underneath — decision authority structure that hadn't been made explicit.
Pattern
Conflict Navigation → Governance Redesign → repeat engagement. Confirms the "carrying something" hypothesis.
"Conflict navigation revealed governance conditions underneath." — Active Bets, Confirmed
D03 Conflict Nav D01 Org Design Layer 2 — conflict carrying governance
CFL
Long Arc
Entry
Leadership development engagement. BK + Carol both engaged.
Pattern
Multi-year accompaniment. Workshops → coaching → repeat. Pattern of return. Primary evidence for C1 (sustained presence).
Bet confirmed
Organizations come back. The relationship is the value, not the deliverable.
"Multi-year relationship; workshops → coaching; repeat. Confirms sustained presence value." — Active Bets
D02 Leadership D01 Org Design Layer 3 — relationship is the value
CrowdWork Cooperative
Community Eng
Entry
Platform cooperativism — worker ownership governance. BK lineage, pre-Limicelia.
What we built
Returning Citizens Entrepreneurship Program (8-week cooperative development). Money Game facilitation. Solidarity economy workshops.
Status
Active partner organization.
D05 Community Eng D02 Leadership Partner Org
Carol — Compass Teams
Facilitation
Entry
Multi-team facilitation. Carol led. Cross-org dynamics.
What we found
Intergenerational dynamics in organizational contexts. Direct access to the S6 bet (Carol). Pipeline for two leads.
Status
Forming bet on intergenerational dynamics as a distinct paying problem.
D02 Leadership Intergenerational dynamics — forming bet
Warm Data Labs — DC + Richmond
Convening
Entry
Public and organizational formats. Nora Bateson / International Bateson Institute lineage. BK credentialed facilitator.
Scale
DC area networks, Richmond VA community, Techstars, civic tech. Multiple cohorts, org + public formats.
Role inside architecture
Practice community stewardship anchoring D06 field-building credibility. Not offered as standalone service — BK holds a trained facilitator role within the broader IBI network.
D06 Field Building External lineage — Bateson / IBI
Good People Dinners / Raman
Partner Conv.
Context
1200+ events. Partner/collaborator conversation, not client intake. April 2026.
Signal
Raman described Limicelia's value without knowing it: "translators and Aikido people who transmute." Confirmed the Emergent Vibe framing.
"If you have a leadership conflict — talk to us." — Raman's suggested sharpening of our website language
Ecosystem Partner Emergent Vibe Signal Layer 2 named from outside
08

Logical Trace

How the model connects. Each domain mapped to its operating layer, offer maturity, client evidence, and methods drawn on. Use this to check whether a proposed engagement fits the architecture — and which layer the practitioner needs to be holding.

L1 What the client pays for — the visible deliverable
L2 What the practitioner holds — relational and systemic
L3 Substrate being cultivated — beneath the presenting problem
Pattern Named reliably from scar tissue — can be offered
Forming Delivering — exit criteria still sharpening
Inquiry Horizon Shelf — conditions not yet nameable reliably
Domain Layer Type Client Evidence Methods
D01Org Design & Governance L1L2 Pattern PSFG · CFL Sociocracy · HCD · Gov Simulation
D02Leadership & Culture L2L3 Pattern CFL · Compass · Zarko/Moe · DC Central Kitchen · Jr. Achievement Relational Agility · ICA Coaching · Appreciative Inquiry
D03Conflict & Coalition Building L2L1 Pattern PSFG Relational Agility
D04Org Memory & Knowledge L1L2 Forming US Federal Agencies (IT modernization) · RunOS Portal (internal)
D05Community & Participatory Design L1L2 Pattern DSLBD (Founder Hub) · WH Hack the Pay Gap (2016) · Obama WH Data Driven Justice · DC Startup Week SolvrJam · Junior Achievement of Greater Washington · CrowdWork RCEP HCD · Systems Thinking · Warm Data (adjacent)
D06Field Building & Ecosystem L3L2 Pattern Warm Data Labs DC + Richmond VA + NHK UK · Obama WH Data Driven Justice · DWeb Camp (Action Learning Labs) · DC Service Jam (2020–present) · CMX Connect (2019–present) Warm Data Labs · Systems Convening
D07AI & Org Conditions L1L2 Inquiry Panvala (crypto/web3 org) · US Federal Agencies (IT modernization) · RunOS Portal (internal)
09

Business Model

ISI fiscal sponsorship as the legal and financial container. Revenue flows through ISI. We are not a separate legal entity.

Revenue Flow
Client
Invoice
Through ISI
ISI Fee
7% / 6%
First $100k / above
$700 annual min
Payroll Admin
$25/qtr
+ $25/qtr per
additional employee
Net to Limicelia
Revenue
Minus ISI fee
+ payroll + overhead
Employer-Side Costs (BK + Carol at $200k/yr each)
FICA
7.65% on wages
FUTA
Federal unemployment
SUTA
State-specific (VA/CA/MA/IL/NY/TX)
Benefits
Configurable % per team member
Full P&L with live scenarios → Business Model view in Admin
Org Structure
Limicelia [co-stewarded: BK + Carol]
   └── Fiscally sponsored by Inquiring Systems Inc. (ISI)
   └── Partner: CrowdWork Cooperative (platform cooperativism)
   └── Partner: Colmenar Cooperative Consulting (Conflict Navigation)
Advisors: Jutta + Richard (PGI) — service architecture and client selection criteria.
Decision protocol: Service tier changes require both BK + Carol. Proposals drafted by primary relationship holder, reviewed by other within 48hrs. Financial commitments require explicit alignment from both.
Why ISI / Why This Structure
ISI gives us a legal and financial container without requiring us to incorporate separately — critical while we're still in the discovery phase of our own business model. We can accept grants and contracts through ISI. The fee (7% on first $100k, 6% above) is the cost of not having to run a nonprofit back-office. The goal: once revenue is predictable enough, evaluate whether direct incorporation makes more sense than continued fiscal sponsorship.
10

Lineage

These are wisdom traditions, each held and transmitted by a named practitioner. Limicelia practitioners have trained in or worked directly alongside these lineages. They are not Limicelia's patterns. Attribution stays explicit whenever they appear in client work.

Nora Bateson · International Bateson Institute
Warm Data Labs
A facilitated process for exploring the relationships between elements of a complex system. Rooted in Gregory Bateson's work on context and meaning. Warm Data Labs create conditions for collective transcontextual perception rather than fragmented analysis.
Draws on: D06 Field Building · Attribution required in all client contexts
David Cooperrider · Case Western Reserve
Appreciative Inquiry
A strengths-based approach to organizational change that begins by discovering what is already working well. Rather than diagnosing deficits, AI builds shared images of a desired future by amplifying the organization's own vitality and capability.
Draws on: D02 Leadership · D03 Conflict Navigation · D04 Sensemaking
Otto Scharmer · Presencing Institute / MIT
Theory U / Presencing
A framework for leading from the emerging future rather than the patterns of the past. The U-process moves through co-sensing, presencing (connecting to deepest source), and co-creating. Used in multi-stakeholder change processes where the future state cannot be designed from the current frame.
Draws on: D01 Org Design · D04 Sensemaking · Emergent offers
Etienne Wenger-Trayner · Beverly Wenger-Trayner
Systems Convening
The practice of convening across boundaries in complex systems to shift what is possible. Systems convenors hold the relational and structural conditions for knowledge to move across silos and generate shared momentum. Distinct from event convening — it is a sustained practice across time.
Draws on: D05 Community Engagement · D06 Field Building · Attribution required
11

Methods & Tools

External methodologies practitioners are credentialed or trained in, plus forms Limicelia is developing from its own practice. The external ones appear in proposals when the client context calls for them. The Limicelia forms are ours, still being named and codified.

External — credentialed or trained

Sociocracy / Consent Governance
Sociocracy For All (SoFA) — BK credentialed
D01 Org Design
Human-Centered Design
IDEO / d.school lineage
D01 · D05
IC-Agile Coaching
IC-Agile credential — BK; not a Limicelia service domain
Revenue work; not listed in offers
Systems Thinking Facilitation
Carol — Stanford PhD context
D05 Community Engagement · D01

Limicelia forms — emerging from practice

Relational Agility
BK codified curriculum — moving toward Limicelia pattern
D03 Conflict Navigation
Money Game
BK solidarity economics practice — Limicelia form
D05 Community Engagement
Governance Simulation
BK design — Limicelia form
D01 Org Design
Sanctuary Playground
Carol format — form still developing
Horizon Shelf — D05 Tending
12

What We Released and Why

These belong in the story of where we came from, not in any pitch, proposal, or service page. Recorded here to prevent regression.

Service / Label Why Released
Corporate Innovation Label is extractive by default. Signals "we help corporations innovate" — opposite of our posture.
Product Management Commodity tech work. Creates incoherence next to Warm Data Labs.
Cloud Modernization Pure commodity. Any staffing firm offers this.
AI / Cyber / SWE / Data / Design / Product (category) Skill inventory, not service domain. Reads like a staffing firm capability list.
Early Stage Solutioning & Prototyping Tech consulting. BK's individual skill, not what Limicelia sells.
Startup Mentorship (generic) BK's Techstars lineage. Personal, not organizational. Lives in biography, not services.
Social Innovation (label) Vague. Everything Limicelia does is social innovation — naming it separately dilutes specificity.
Educational Training (general) Too broad. Specific courses survive. The label released.